Integrate SSO into Your Code

Use AWS Single Sign-On (SSO) profiles locally and Identity and Access Management (IAM) roles in the cloud for secure, environment-aware access.

Development Principles

Local vs. cloud: Use SSO profiles for local development; use IAM roles in cloud environments
Least privilege: Grant only the permissions your application needs
No hardcoded secrets: Never store access keys or sensitive data in code or .env files
Consistent naming: Reuse the same profile name across projects (e.g., <project>-workload-development)

Credential Resolution Overview

Your app decides credentials depending on the runtime environment:

Environment Detection Pattern

Use a simple, reliable signal like AWS_PROFILE, .env.local, or NODE_ENV=development.

import os, pathlib

def is_local():
    return bool(os.getenv("AWS_PROFILE")) \
        or os.getenv("NODE_ENV") == "development" \
        or pathlib.Path(".env.local").exists()

Python Example (boto3)

Installation

# Install required packages
pip install boto3

Basic Implementation

Environment Variable Method
Direct Profile Method
Class-Based Approach

def create_aws_client(service_name='s3'):
    """
    - Local: uses SSO profile if AWS_PROFILE is set
    - Cloud: falls back to default chain (instance/role)
    """
    profile = os.environ.get("AWS_PROFILE")
    region = os.environ.get("AWS_REGION", "us-west-2")

    if profile:
        try:
            boto3.setup_default_session(profile_name=profile, region_name=region)
        except ProfileNotFound as e:
            raise RuntimeError(f"AWS profile '{profile}' not found") from e
    else:
        boto3.setup_default_session(region_name=region)

    return boto3.client(service_name)

if __name__ == "__main__":
    s3 = create_aws_client('s3')
    resp = s3.list_buckets()
    print([b['Name'] for b in resp.get('Buckets', [])])

import boto3
from botocore.exceptions import ProfileNotFound, NoCredentialsError

def create_aws_client_with_profile(service_name='s3', profile_name=None, region='us-west-2'):
    try:
        if profile_name:
            session = boto3.Session(profile_name=profile_name, region_name=region)
            return session.client(service_name)
        # Cloud: default chain (role/metadata)
        return boto3.client(service_name, region_name=region)
    except ProfileNotFound as e:
        raise RuntimeError(f"AWS profile '{profile_name}' not found") from e
    except NoCredentialsError as e:
        raise RuntimeError("No AWS credentials available") from e

# Usage example
def example_usage():
    # For local development, set your SSO profile
    profile = "<project>-workload-development"

    # Create clients with the chosen profile
    s3_client = create_aws_client_with_profile('s3', profile)
    ses_client = create_aws_client_with_profile('ses', profile)

    # Example: list S3 buckets
    try:
        buckets = s3_client.list_buckets()
        print("S3 Buckets:")
        for b in buckets.get("Buckets", []):
            print(f"  - {b['Name']}")
    except Exception as e:
        print(f"Error listing buckets: {e}")

if __name__ == "__main__":
    example_usage()

import os
import boto3
from typing import Optional

class AWSClientManager:
    """Centralized AWS client/session management with SSO support."""
    def __init__(self, profile_name: Optional[str] = None, region: Optional[str] = None):
        self.profile_name = profile_name or os.getenv("AWS_PROFILE")
        self.region = region or os.getenv("AWS_REGION", "us-west-2")
        self._session = None

    @property
    def session(self) -> boto3.session.Session:
        if not self._session:
            if self.profile_name:
                self._session = boto3.Session(profile_name=self.profile_name, region_name=self.region)
            else:
                self._session = boto3.Session(region_name=self.region)
        return self._session

    def client(self, service_name: str):
        return self.session.client(service_name)

    def resource(self, service_name: str):
        return self.session.resource(service_name)

# Example
if __name__ == "__main__":
    aws = AWSClientManager()
    s3 = aws.client('s3')
    print([b['Name'] for b in s3.list_buckets().get('Buckets', [])])

Environment Configuration

# Set profile for your development session
export AWS_PROFILE=<project>-<development_workload_account>
export AWS_REGION=us-west-2

# Run your Python application
python app.py

Node.js Example (AWS SDK v3)

Installation

# Install required packages
npm install @aws-sdk/client-s3 @aws-sdk/credential-providers

Implementation Examples

Environment Variable Method
Direct Profile Method
Configuration Manager

import { S3Client, ListBucketsCommand } from '@aws-sdk/client-s3';
import { fromSSO } from '@aws-sdk/credential-providers';

/**
 * Create AWS client with environment-based credentials
 */
function createS3() {
const region = process.env.AWS_REGION || 'us-west-2';
const profile = process.env.AWS_PROFILE;

if (profile) {
    // Local with SSO
    return new S3Client({
    region,
    credentials: fromSSO({ profile })
    });
}
// Cloud: default provider chain (role)
return new S3Client({ region });
}

export async function listS3Buckets() {
const s3 = createS3();
const out = await s3.send(new ListBucketsCommand({}));
console.log('S3 Buckets:', out.Buckets?.map(b => b.Name));
return out.Buckets;
}

// Run example
listS3Buckets().catch(console.error);

import { S3Client } from '@aws-sdk/client-s3';
import { SESClient } from '@aws-sdk/client-ses';
import { fromSSO } from '@aws-sdk/credential-providers';

class AWSClientFactory {
constructor(profileName = process.env.AWS_PROFILE, region = process.env.AWS_REGION || 'us-west-2') {
    this.profileName = profileName;
    this.region = region;
}

config() {
    const cfg = { region: this.region };
    if (this.profileName) cfg.credentials = fromSSO({ profile: this.profileName });
    return cfg;
}

s3()  { return new S3Client(this.config()); }
ses() { return new SESClient(this.config()); }
}

async function example() {
const factory = new AWSClientFactory('<project>-<production_workload_account>');
const s3 = factory.s3();
const buckets = await s3.send(new ListBucketsCommand({}));
console.log(`Found ${buckets.Buckets?.length || 0} buckets`);
}

example().catch(console.error);

import { S3Client } from '@aws-sdk/client-s3';
import { DynamoDBClient } from '@aws-sdk/client-dynamodb';
import { fromSSO } from '@aws-sdk/credential-providers';

class AWSConfig {
    constructor() {
        this.profile = process.env.AWS_PROFILE;
        this.region  = process.env.AWS_REGION || 'us-west-2';
        this.clients = new Map();
    }

    creds() {
        return this.profile ? fromSSO({ profile: this.profile }) : undefined;
    }

    get(ClientClass, key) {
        if (!this.clients.has(key)) {
        this.clients.set(key, new ClientClass({
            region: this.region,
            credentials: this.creds()
        }));
        }
        return this.clients.get(key);
    }

    s3()       { return this.get(S3Client, 's3'); }
    dynamodb() { return this.get(DynamoDBClient, 'dynamodb'); }
    }

    // Usage
    export const aws = new AWSConfig();
    export const s3Client = aws.s3();
    export const dynamoDBClient = aws.dynamodb();

Environment Configuration

# Set environment variables
export NODE_ENV=development
export AWS_PROFILE=<project>-<production_workload_account>
export AWS_REGION=us-west-2

# Run your Node.js application
npm start

Go Example

For Go applications, AWS provides excellent SSO support through the official SDK.

Installation

go get github.com/aws/aws-sdk-go-v2/aws
go get github.com/aws/aws-sdk-go-v2/config
go get github.com/aws/aws-sdk-go-v2/service/s3

Implementation

Basic Configuration
Advanced Configuration

import (
    "context"
    "fmt"
    "log"
    "os"

    "github.com/aws/aws-sdk-go-v2/aws"
    "github.com/aws/aws-sdk-go-v2/config"
    "github.com/aws/aws-sdk-go-v2/service/s3"
)

func newConfig(ctx context.Context) (aws.Config, error) {
    profile := os.Getenv("AWS_PROFILE")
    region  := os.Getenv("AWS_REGION")
    if profile != "" {
        return config.LoadDefaultConfig(ctx,
            config.WithSharedConfigProfile(profile),
            config.WithRegion(region),
        )
    }
    // Cloud: default chain (role)
    return config.LoadDefaultConfig(ctx, config.WithRegion(region))
}

func main() {
    ctx := context.Background()
    cfg, err := newConfig(ctx)
    if err != nil {
        log.Fatalf("unable to load SDK config: %v", err)
    }
    s3c := s3.NewFromConfig(cfg)
    out, err := s3c.ListBuckets(ctx, &s3.ListBucketsInput{})
    if err != nil {
        log.Fatalf("list buckets failed: %v", err)
    }
    for _, b := range out.Buckets {
        fmt.Println(*b.Name)
    }
}

package aws

import (
    "context"
    "os"

    "github.com/aws/aws-sdk-go-v2/aws"
    "github.com/aws/aws-sdk-go-v2/config"
    "github.com/aws/aws-sdk-go-v2/service/dynamodb"
    "github.com/aws/aws-sdk-go-v2/service/s3"
    "github.com/aws/aws-sdk-go-v2/service/ses"
)

type Cfg struct{ cfg aws.Config }

func New(ctx context.Context, regionDefault string) (*Cfg, error) {
    region  := envOr("AWS_REGION", regionDefault)
    profile := os.Getenv("AWS_PROFILE")

    opts := []func(*config.LoadOptions) error{ config.WithRegion(region) }
    if profile != "" {
        opts = append(opts, config.WithSharedConfigProfile(profile))
    }

    c, err := config.LoadDefaultConfig(ctx, opts...)
    if err != nil { return nil, err }
    return &Cfg{cfg: c}, nil
}

func (c *Cfg) S3() *s3.Client             { return s3.NewFromConfig(c.cfg) }
func (c *Cfg) DynamoDB() *dynamodb.Client { return dynamodb.NewFromConfig(c.cfg) }
func (c *Cfg) SES() *ses.Client           { return ses.NewFromConfig(c.cfg) }

func envOr(k, d string) string {
    if v := os.Getenv(k); v != "" { return v }
    return d
}

Development Workflow Best Practices

Environment Setup

Use environment-specific files and variables.

.env.local
.env.production

# Local development 
NODE_ENV=development
AWS_PROFILE=<project>-<development_workload_account>
AWS_REGION=us-west-2

# APP settings
LOG_LEVEL=debug
API_BASE_URL=https://staging-api.<project>.com

# AWS Cloud environment 
NODE_ENV=production
# AWS_PROFILE not set - uses IAM roles
AWS_REGION=us-west-2

# Application settings
LOG_LEVEL=info
API_BASE_URL=https://api.<project>.com

Common Patterns and Tips

Environment Detection

Best practices for detecting local vs. cloud environments:

import os,pathlib

def is_local_environment():
    return any([
        os.getenv('AWS_PROFILE'),
        os.getenv('NODE_ENV') == 'development',
        pathlib.Path('.env.local').exists()
    ])

Error Handling

Handle common SSO-related errors gracefully:

from botocore.exceptions import TokenRefreshRequired, ProfileNotFound

def handle_aws_errors(func):
    """Decorator for AWS error handling"""
    def wrapper(*args, **kwargs):
        try:
            return func(*args, **kwargs)
        except TokenRefreshRequired:
            print("SSO token expired. Please run: aws sso login")
            raise
        except ProfileNotFound as e:
            print(f"AWS profile not found: {e}")
            raise
        except Exception as e:
            print(f"AWS operation failed: {e}")
            raise
    return wrapper

Configuration Validation

Validate your configuration before running:

def validate_aws_config():
    """Validate AWS configuration"""
    profile = os.getenv('AWS_PROFILE')
    if not profile:
        raise ValueError("AWS_PROFILE environment variable not set")
    
    # Test connection
    try:
        boto3.client('sts').get_caller_identity()
    except Exception as e:
        raise ValueError(f"AWS configuration invalid: {e}")
    
    return True

Introduction & Key Concepts

AWS SSO Setup

IaC Management

User Management

Application Creation

ArgoCD UI

Workshops

Use SSO Profiles in Applications

Integrate SSO into Your Code

Development Principles

Credential Resolution Overview

Environment Detection Pattern

Python Example (boto3)

Installation

Basic Implementation

Environment Configuration

Node.js Example (AWS SDK v3)

Installation

Implementation Examples

Environment Configuration

Go Example

Installation

Implementation

Development Workflow Best Practices

Environment Setup

Common Patterns and Tips

Introduction & Key Concepts

AWS SSO Setup

IaC Management

User Management

Application Creation

ArgoCD UI

Workshops

​Integrate SSO into Your Code

​Development Principles

​Credential Resolution Overview

​Environment Detection Pattern

​Python Example (boto3)

​Installation

​Basic Implementation

​Environment Configuration

​Node.js Example (AWS SDK v3)

​Installation

​Implementation Examples

​Environment Configuration

​Go Example

​Installation

​Implementation

​Development Workflow Best Practices

​Environment Setup

​Common Patterns and Tips

Integrate SSO into Your Code

Development Principles

Credential Resolution Overview

Environment Detection Pattern

Python Example (boto3)

Installation

Basic Implementation

Environment Configuration

Node.js Example (AWS SDK v3)

Installation

Implementation Examples

Environment Configuration

Go Example

Installation

Implementation

Development Workflow Best Practices

Environment Setup

Common Patterns and Tips